Context-aware music recommendation in mobile smart devices
- Authors
- Hong, Jiwon; Hwang, Won-Seok; Kim, Jin-Hyung; Kim, Sang-Wook
- Issue Date
- Mar-2014
- Publisher
- Association for Computing Machinery
- Keywords
- Context-awareness; Mobile smart devices; Music recommendation
- Citation
- Proceedings of the ACM Symposium on Applied Computing, pp.1463 - 1468
- Indexed
- SCOPUS
- Journal Title
- Proceedings of the ACM Symposium on Applied Computing
- Start Page
- 1463
- End Page
- 1468
- URI
- https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/160475
- DOI
- 10.1145/2554850.2554991
- ISSN
- 0000-0000
- Abstract
- Mobile smart devices are now being used by many people as the primary means of listening to music. Based on the observation that a user's preferences for particular music pieces change with the contexts she/he faces, this paper proposes an approach to music recommendation that takes the target context into account by exploiting data gathered from a smart device. In addition, the proposed approach improves recommendations by including newly-added music pieces and newly-faced contexts, avoiding repeated recommendations of the same music piece, and reflecting a user's positive and negative feedback over time. We show the effectiveness of the proposed approach through extensive user study.
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